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Capabilities

Generate

Image GenerationCreate and edit images from prompts or references.Video GenerationCreate motion outputs from text and image inputs.Music GenerationProduce music tracks through one runtime.

Understand

Image UnderstandingRead screenshots, diagrams, and visual references.Video AnalysisInspect recordings and extract structured details.Audio UnderstandingTranscribe and analyze voice and audio files.

Retrieve

Web SearchSearch the web from the same agent workflow.Grounded Web SearchReturn synthesized answers with live citations.Web CrawlFetch pages and convert them into clean content.

Store

DriveStore outputs, organize assets, and create public URLs.
Equip Agents
Claude CodeCursorCodexManus
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Product

CLISee the command surface agents use to call capabilities through one runtime.SkillsLearn how agent skills expose capabilities inside developer tools.

Guides

Get StartedSet up the CLI, auth once, and verify the capability runtime is ready.Context EngineeringUnderstand how prompts, files, and workspace state shape agent behavior.Agent SkillsSee how reusable skills package workflows and capability usage for agents.

Evaluate

Compare OverviewBrowse comparison pages for adjacent agent tooling, media APIs, and tradeoffs.Most Advanced AISeparate model capability from workflow and runtime capability decisions.

Use Cases

SMART Goal GeneratorTurn rough goals into research-backed SMART goals with Codex, Cursor, or Claude Code.
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Guides

By AnyCap Team

Practical guides
for agent teams and creators.

These guides cover setup, context design, tool integration, and working patterns for teams and creators using agents with AnyCap.


What these guides are for

The guides section is where implementation intent turns into repeatable operator knowledge. It covers installation, context design, capability routing, and the patterns that help teams move from one-off experiments to stable agent workflows.

In practice, these pages work best when the user already knows the capability gap and needs an execution path, not just a feature description. That is why the guides emphasize decisions, setup order, and workflow fit rather than only product messaging.


MCP vs Skills

Understand when you need the protocol layer, the instruction layer, or both for an agent workflow.

Install AnyCap

Canonical install path for the AnyCap CLI and agent skill — auth, verification, and first command.

Context Engineering for Agents

Structure prompts, files, and working context so agents stay grounded and useful.

Agent Skills for Developer Tools

Use reusable skills to keep agent workflows consistent across projects.

Workspace Context Engineering

Design workspace-level context so long-running coding agents stay oriented.

What Is Agent Harness?

Understand the execution layer that turns tool access into dependable agent behavior.

How to Add Image Generation to AI Agent

Add image-generation workflows to an AI agent without stitching together separate provider SDKs by hand.

How to Add Video Generation to AI Agent

Add video-generation workflows to an AI agent through one capability layer instead of one-off media API wiring.

How to Add Vision to AI Agent

Add image-reading and visual analysis workflows to an AI agent through a stable capability surface.

Claude Opus 4.7 Image and Video Workflow

Run a full image and video production workflow inside Claude Opus 4.7 with AnyCap as the capability layer.


What you will find here

  • Installation and onboarding guides for AnyCap and supported agent environments.
  • Architecture explainers that clarify how skills, MCP, context engineering, and runtime layers fit together.
  • Workflow-oriented pages that show how to add generation and vision capabilities to real agents step by step.

Capabilities

  • Overview
  • Image Generation
  • Video Generation
  • Music Generation
  • Image Understanding
  • Video Analysis
  • Audio Understanding
  • Web Search
  • Grounded Web Search
  • Web Crawl
  • Drive

Equip Agents

  • Overview
  • Start here
  • Claude Code
  • Cursor
  • Codex
  • Manus

Learn

  • Overview
  • CLI
  • Skills
  • Install AnyCap
  • Context Engineering
  • Agent Skills
  • SMART Goal Generator
  • How to Make Memes Online
  • Compare Overview
  • AnyCap vs Replicate
  • AnyCap vs fal.ai
  • What Agents Can't Do

Product

  • Product overview
  • Models
  • Install AnyCap
  • Add Tools to Claude Code

Published on AnyCap

  • AI guides
  • Blog
  • News

Company

  • About
  • Contact
  • Privacy
  • Terms
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